Natural Language Processing

RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations SemEval 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar SemEval 2026 RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation SemEval 2026 RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation EACL 2026 RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection ACL 2026 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation ACL 2026 Ranking Human and LLM Texts Using Locality Statistics EACL 2026 RAPIDS: Resume Attack Prompt Injection Detection at Scale ACL 2026 RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora ACL 2026 Rasende Rakete at SemEval-2026 Task 6: LLM-First Approach with Iterative Prompt Repair for Classifying Evasion in Political Interviews SemEval 2026 Rating Plausibility of Word Senses in Ambiguous Sentences Using Multi-Architecture Analysis SemEval 2026 Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026 Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ACL 2026 REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026 Read Between the Tracks: Exploring LLM-driven Intent-based Music Recommendations EACL 2026 Reading As Humans: Unified Negation Detection via Cascade Linear Attention Network with Model-Agnostic Meta-Learning UAI 2026 Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR CVPR 2026 RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026 Real-Time Mitigation of Negative Emotion in Customer Care Calls EACL 2026 REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026 REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ACL 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts EACL 2026 Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026